AI that acts through the same rules.
Labs builds AI products on Aerandil's public contracts — the same governed tools, explicit lineage, and audited actions as any partner. The first is Forge Agents: a first-party agent runtime whose flagship, Talos, works the operation through the ontology — never around it.
The first-party agent runtime. An agent's definition is data — versioned, registered in the ontology — and the runtime reaches the platform only through the surfaces a partner gets: MCP tools and the generated SDKs. No private side channel, deliberately.
The flagship operations agent. Talos grounds every decision in objects it retrieved and cites them; risky actions are proposed with a rationale and wait for a human to confirm. Action through the ontology, not chat.
Live runs leave traces; good traces are promoted to eval cases; graded suites decide whether a new definition ships — and retire cases that go stale. The agent improves on evidence from its own operation.
Every propose-and-confirm decision lands in a conformed cohort, with containment, override, and edit rates computed over it. Autonomy is dialled up on evidence.
Forecasting and pricing built on Forge's conformed metric catalogue — occupancy, ADR, RevPAR, and pace read from live events, not a stale nightly export.
Detection that operates over typed events with explicit, auditable lineage.
The hospitality ontology, action engine, connectors, conformed metrics, and public contracts — HTTP, MCP, and generated SDKs — plus Explorer, the operator console.
The dedicated cloud: your own single-tenant Forge cell — its own Postgres, region, and jurisdiction — with governed agents and open-weights models served inside the boundary.
The flagship operations agent: a versioned definition, evals that gate release, and trust measured as conformed metrics.
The authoring plane for Forge Agents: compose an agent's tool and data boundary from the live ontology, test it in a no-write sandbox, publish an immutable version.
The PMS: purpose-built screens for arrivals, folios, night audit, housekeeping, and groups & events — running on the governed ontology.
The golden record: entity resolution that recognises the same guest, company, or property across every source system in the portfolio.
Embedded payments across every Aerandil product: the card rail, card on file, deposits and payment requests, no-show fees, refunds and disputes, each property's own merchant account, Charge to key — and Watchtower, the fraud network every hotel on the rail feeds.
Forward deployed
Aerandil is in private development. The next milestone is working with design partners who operate complex, multi-system hospitality businesses.
Design partner channel coming soon.